- Article
A Novel Neural Network-Based Approach Comparable to High-Precision Finite Difference Methods
- Fanghua Pei,
- Fujun Cao and
- Yongbin Ge
Deep learning methods using neural networks for solving partial differential equations (PDEs) have emerged as a new paradigm. However, many of these methods approximate solutions by optimizing loss functions, often encountering convergence issues and...

